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  1. Spark
  2. SPARK-15069

GSoC 2016: Exposing more R and Python APIs for MLlib

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Details

    • Umbrella
    • Status: Closed
    • Major
    • Resolution: Done
    • None
    • None
    • ML, PySpark, SparkR

    Description

      This issue is for tracking the Google Summer of Code 2016 project for Kai Jiang: "Apache Spark: Exposing more R and Python APIs for MLlib"

      See attached proposal for details. Note that the tasks listed in the proposal are tentative and can adapt as the community works on these various parts of MLlib.

      This umbrella will contain links for tasks included in this project, to be added as each task begins.

      Attachments

        Issue Links

          contains

          Sub-task - The sub-task of the issue SPARK-15672 R programming guide update

          • Blocker - Blocks development and/or testing work, production could not run
          • Resolved

          Sub-task - The sub-task of the issue SPARK-14373 PySpark ml RandomForestClassifier, Regressor support export/import

          • Major - Major loss of function.
          • Resolved

          Sub-task - The sub-task of the issue SPARK-16137 Random Forest wrapper in SparkR

          • Major - Major loss of function.
          • Resolved

          Sub-task - The sub-task of the issue SPARK-11938 Expose numFeatures in all ML PredictionModel for PySpark

          • Minor - Minor loss of function, or other problem where easy workaround is present.
          • Resolved

          New Feature - A new feature of the product, which has yet to be developed. SPARK-15767 Decision Tree Regression wrapper in SparkR

          • Major - Major loss of function.
          • Resolved

          Documentation - Documentation or Website SPARK-15490 SparkR 2.0 QA: New R APIs and API docs for non-MLib changes

          • Blocker - Blocks development and/or testing work, production could not run
          • Resolved
          is related to

          Brainstorming - A place to record back and forth on notions not yet formed enough to make a 'New Feature' or 'Task' SPARK-13489 GSoC 2016 project ideas for MLlib

          • Minor - Minor loss of function, or other problem where easy workaround is present.
          • Closed
          relates to

          Bug - A problem which impairs or prevents the functions of the product. SPARK-15439 Failed to run unit test in SparkR

          • Major - Major loss of function.
          • Resolved

          Improvement - An improvement or enhancement to an existing feature or task. SPARK-14978 PySpark TrainValidationSplitModel should support validationMetrics

          • Major - Major loss of function.
          • Resolved

          Activity

            People

              vectorijk Kai Jiang
              josephkb Joseph K. Bradley
              Joseph K. Bradley Joseph K. Bradley
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              Dates

                Created:
                Updated:
                Resolved: